| Zero-shot Relation Classification as Textual Entailment | Nov 1, 2018 | ClassificationGeneral Classification | —Unverified | 0 |
| Frame- and Entity-Based Knowledge for Common-Sense Argumentative Reasoning | Nov 1, 2018 | Argument MiningCommon Sense Reasoning | CodeCode Available | 0 |
| FewRel: A Large-Scale Supervised Few-Shot Relation Classification Dataset with State-of-the-Art Evaluation | Oct 24, 2018 | ClassificationFew-Shot Learning | CodeCode Available | 0 |
| Revisiting neural relation classification in clinical notes with external information | Oct 1, 2018 | ClassificationFeature Engineering | CodeCode Available | 0 |
| Logician and Orator: Learning from the Duality between Language and Knowledge in Open Domain | Oct 1, 2018 | Open Information Extractionreinforcement-learning | —Unverified | 0 |
| Large-scale Exploration of Neural Relation Classification Architectures | Oct 1, 2018 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Automatic Essay Scoring Incorporating Rating Schema via Reinforcement Learning | Oct 1, 2018 | Machine Translationreinforcement-learning | —Unverified | 0 |
| Using active learning to expand training data for implicit discourse relation recognition | Oct 1, 2018 | Active LearningRelation | CodeCode Available | 0 |
| Graph Convolution over Pruned Dependency Trees Improves Relation Extraction | Sep 26, 2018 | NegationRelation | CodeCode Available | 0 |
| Crowdsourcing Semantic Label Propagation in Relation Classification | Sep 3, 2018 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Acquiring Annotated Data with Cross-lingual Explicitation for Implicit Discourse Relation Classification | Aug 30, 2018 | 16kDiscourse Parsing | —Unverified | 0 |
| Scientific Relation Extraction with Selectively Incorporated Concept Embeddings | Aug 26, 2018 | ClassificationGeneral Classification | —Unverified | 0 |
| Word-Level Loss Extensions for Neural Temporal Relation Classification | Aug 7, 2018 | ClassificationGeneral Classification | CodeCode Available | 0 |
| LISA: Explaining Recurrent Neural Network Judgments via Layer-wIse Semantic Accumulation and Example to Pattern Transformation | Aug 5, 2018 | Decision MakingRelation Classification | —Unverified | 0 |
| Exploratory Neural Relation Classification for Domain Knowledge Acquisition | Aug 1, 2018 | ClassificationGeneral Classification | —Unverified | 0 |
| Multilevel Heuristics for Rationale-Based Entity Relation Classification in Sentences | Aug 1, 2018 | ClassificationGeneral Classification | —Unverified | 0 |
| A Knowledge-Augmented Neural Network Model for Implicit Discourse Relation Classification | Aug 1, 2018 | General ClassificationImplicit Discourse Relation Classification | —Unverified | 0 |
| Adversarial Feature Adaptation for Cross-lingual Relation Classification | Aug 1, 2018 | ClassificationDomain Adaptation | CodeCode Available | 0 |
| Neural Relation Classification with Text Descriptions | Aug 1, 2018 | ClassificationGeneral Classification | —Unverified | 0 |
| Convolutional Gated Recurrent Units for Medical Relation Classification | Jul 29, 2018 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Semantic Relation Classification: Task Formalisation and Refinement | Jun 20, 2018 | ClassificationGeneral Classification | —Unverified | 0 |
| Texterra at SemEval-2018 Task 7: Exploiting Syntactic Information for Relation Extraction and Classification in Scientific Papers | Jun 1, 2018 | ClassificationGeneral Classification | —Unverified | 0 |
| ClaiRE at SemEval-2018 Task 7: Classification of Relations using Embeddings | Jun 1, 2018 | ClassificationGeneral Classification | —Unverified | 0 |
| MIT-MEDG at SemEval-2018 Task 7: Semantic Relation Classification via Convolution Neural Network | Jun 1, 2018 | ArticlesCommon Sense Reasoning | —Unverified | 0 |
| Talla at SemEval-2018 Task 7: Hybrid Loss Optimization for Relation Classification using Convolutional Neural Networks | Jun 1, 2018 | Feature EngineeringGeneral Classification | —Unverified | 0 |
